Rooks Lauren T, Bertò Giulia, Pasquina Paul F, Broglio Steven P, McAllister Thomas W, McCrea Michael A, Pestilli Franco, Port Nicholas L
IU School of Optometry and Program in Neuroscience, Indiana University, Bloomington, IN, USA.
Department of Psychology, University of Texas at Austin, Austin, TX, USA.
Sports Med. 2025 Jan 19. doi: 10.1007/s40279-024-02168-0.
Persisting post-concussion symptoms (PPCS) is a condition characterized by prolonged recovery from a mild traumatic brain injury (mTBI) and compromised quality of life. Previous literature, on the basis of small sample sizes, concludes that there are several risk factors for the development of PPCS.
We seek to identify protective and risk factors for developing slow recovery or persisting post-concussion symptoms (PPCS) by analyzing medical history, contact sport level, setting, and the Sport Concussion Assessment Tool (SCAT) and Brief Symptom Inventory (BSI-18) assessments at baseline and post-injury.
We studied 47,860 unique collegiate athletes and Military Service Academy (MSA) cadets enrolled in the 30-site National Collegiate Athletic Association and Department of Defense (NCAA-DoD) Concussion Assessment Research and Education (CARE) Consortium prospective cohort study of baseline and post-injury data from 2014 to 2019. Medical histories and preseason baselines (n = 60,720), along with SCAT and BSI-18 examinations (n = 5379) conducted within 48 h post-injury, were analyzed. PPCS is defined as cleared for return to play (RTP) > 29 days.
Of 5073 concussions, the median (95% CI) and mean (SD) RTP were 15.2 (4.8-82.6) days and 22.2 (23.0) days, respectively, with 891 developing PPCS. Sex, high SCAT score, high BSI-18 score, and delayed reporting produced small effect sizes on RTP (d = 0.22-0.44). Adjusted odds ratios (OR) of developing PPCS indicated the following risk factors: SCAT total score > 45 (OR = 1.91, 95% CI: 1.58-2.30), female sex (OR = 1.80, 95% CI: 1.53-2.13), concussion history (OR = 1.80, 95% CI: 1.29-2.52), and delayed reporting (OR = 1.42, 95% CI: 1.20-1.67). In contrast, protective factors against developing PPCS were: being a limited-contact (OR = 0.34, 95% CI: 0.25-0.47), noncontact (OR = 0.35, 95% CI: 0.24-0.51) or contact sport athlete (OR = 0.34, 95% CI: 0.28-0.41); and receiving the concussion at practice (OR = 0.64, 95% CI: 0.53-0.77) or in competition (OR = 0.44, 95% CI: 0.34-0.56). Athletes diagnosed with a learning disability and taking a neurostimulant were more protected than those who were not (OR = 0.44, 95% CI: 0.26-0.76 versus OR = 0.72, 95% CI: 0.49-1.05, respectively). A prognostic model using these variables offers poor sensitivity (9%) but high specificity (98%) in identifying PPCS (AUC = 0.72).
This study of 5073 concussions indicates that female sex, high symptom burden, and prior concussion are risk factors for slow recovery. In addition, learning disability, contact sport, and concussion in competition are protective against slow recovery. The neurostimulant results suggest that clinicians should keep their attention deficit disorder (ADD) and attention-deficit/hyperactivity disorder (ADHD) patients on their current neurostimulant medication after a concussion. A prognostic logistic regression model based on behavioral clinical findings did a poor job of identifying PPCS.
脑震荡后持续症状(PPCS)是一种以轻度创伤性脑损伤(mTBI)恢复时间延长和生活质量受损为特征的病症。以往基于小样本量的文献得出结论,PPCS的发生有多种风险因素。
我们试图通过分析病史、接触性运动水平、环境以及基线和受伤后的运动脑震荡评估工具(SCAT)和简明症状量表(BSI - 18)评估,来确定发展为恢复缓慢或脑震荡后持续症状(PPCS)的保护因素和风险因素。
我们研究了47860名参加30个地点的美国大学体育协会和国防部(NCAA - DoD)脑震荡评估研究与教育(CARE)联盟前瞻性队列研究的独特大学生运动员和军事学院(MSA)学员,该研究收集了2014年至2019年的基线和受伤后数据。分析了病史和季前基线数据(n = 60720),以及受伤后48小时内进行的SCAT和BSI - 18检查(n = 5379)。PPCS定义为获准恢复比赛(RTP)> 29天。
在5073例脑震荡中,恢复比赛时间(RTP)的中位数(95%CI)和均值(SD)分别为15.2(4.8 - 82.6)天和22.2(23.0)天,其中891例发展为PPCS。性别、SCAT高分、BSI - 18高分和延迟报告对RTP产生的效应量较小(d = 0.22 - 0.44)。发展为PPCS的调整后比值比(OR)显示以下风险因素:SCAT总分> 45(OR = 1.91,95%CI:1.58 - 2.30)、女性(OR = 1.80,95%CI:1.53 - 2.13)、脑震荡病史(OR = 1.80,95%CI:1.29 - 2.52)和延迟报告(OR = 1.42,95%CI:1.20 - 1.67)。相比之下,预防PPCS发生的保护因素为:参加有限接触性运动(OR = 0.34,95%CI:0.25 - 0.47)、非接触性运动(OR = 0.35, 95%CI:0.24 - 0.51)或接触性运动的运动员(OR = 0.34,95%CI:0.28 - 0.41);在训练中发生脑震荡(OR = 0.64,95%CI:0.53 - 0.77)或在比赛中发生脑震荡(OR = 0.44,95%CI:0.34 - 0.56)。被诊断患有学习障碍并服用神经兴奋剂的运动员比未服用的运动员受到的保护更大(分别为OR = 0.44,95%CI:0.26 - (此处原文应为0.76,疑似笔误)0.76与OR = 0.72,95%CI:0.49 - 1.05)。使用这些变量的预测模型在识别PPCS方面敏感性较差(9%)但特异性较高(98%)(曲线下面积[AUC] = 0.72)。
这项对5073例脑震荡的研究表明,女性、高症状负担和既往脑震荡是恢复缓慢的风险因素。此外,学习障碍、接触性运动和比赛中发生脑震荡对恢复缓慢有保护作用。神经兴奋剂的研究结果表明,临床医生在脑震荡后应让患有注意力缺陷障碍(ADD)和注意力缺陷多动障碍(ADHD)的患者继续服用当前的神经兴奋剂药物。基于行为临床发现的预测逻辑回归模型在识别PPCS方面表现不佳。